C2beta |
Compute the coefficients from the continuum regression (CR) algorithm |
continuum |
The continuum regression (CR) algorithm |
continuum.multigroup.iter |
The Joint and Individual Component Regression (JICO) algorithm |
createFolds |
Utility function to create folds for stratified samples |
cv.continnum.iter |
Fit JICO with cross-validation to tune hyperparameters |
DIAG |
Generate diagonal matrix |
initialize.UDVZ |
Helper function to compute the SVD results |
parameter.set.G_2 |
Generate parameter sets (G=2) |
parameter.set.G_3 |
Generate parameter sets (G=3) |
parameter.set.rankA_eq |
Generate parameter sets (equal individual ranks) |
SOLVE |
Helper function to compute the inverse of input X matrix |